{"id":"W7008663166","doi":"","title":"Contemporary employers' organizations: Adaptation and resilience","year":2022,"lang":"en","type":"article","venue":"ORCA Online Research @Cardiff","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological resilience; Collective action; Adaptation (eye); Ideology; Action (physics); Work (physics); Politics; State (computer science)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001942904,0.00006985585,0.0001121706,0.0001940831,0.002677142,0.0001169104,0.0003027612,0.00003640994,0.0005195219],"category_scores_gemma":[0.001091381,0.00006965463,0.0000249866,0.001659828,0.000362506,0.0002601705,0.0003445828,0.0003478873,0.000005503091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001893765,"about_ca_system_score_gemma":0.001002072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008503621,"about_ca_topic_score_gemma":0.001808853,"domain_scores_codex":[0.9969659,0.001007324,0.0001647975,0.0002786774,0.001221498,0.0003618328],"domain_scores_gemma":[0.9988552,0.000277437,0.00004009127,0.0002109444,0.000445748,0.0001705206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001533398,0.001622724,0.06803143,0.00003417932,0.0001837973,0.0001467743,0.06571893,0.0009479643,0.004393313,0.5665684,0.2310082,0.06119095],"study_design_scores_gemma":[0.0004899205,0.0001917292,0.0472906,0.00001231234,0.000005996556,0.000001850718,0.07342037,0.0004300579,0.00003029848,0.002697616,0.875258,0.0001713029],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9219713,0.002681879,0.0005555366,0.02625857,0.0004559452,0.001362682,0.0005570238,0.0002229717,0.04593406],"genre_scores_gemma":[0.9895784,0.0005454415,0.0003930758,0.0002755279,0.0002111234,0.00004759645,0.0001113138,0.00001656186,0.008821012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6442497,"threshold_uncertainty_score":0.9986212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0992962688366256,"score_gpt":0.4063422879228563,"score_spread":0.3070460190862307,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}